Machine Learning operations

Come to one of the biggest IT Services companies in the world Here you can transform your careerWhy to join TCS? Here at TCS we believe that people make the difference, that's why we live a culture of unlimited learning full of opportunities for improvement and mutual development. The ideal scenario to expand ideas through the right tools, contributing to our success in a collaborative environment.We are looking forSR MLops Engineerwho wants to learn and transform his career.In this role you will:Deploy, automate, and monitor machine learning models in production environments.Develop and maintain data and model pipelines using MLOps tools.Provide technical support to the Data Science team, promoting best practices in Machine Learning Engineering and DevOps.Evolve and maintain the internal MLOps framework.Ensure the security, performance, and scalability of the implemented solutions.Mandatory Skills:Proven experience in MLOpsHands-on experience with AWSKubernetes for container orchestrationMLFlow for experiment/model managementArgusKedro for pipeline orchestrationExperience with databases (preferably Amazon Redshift, experience with other relational and non-relational databases is also valued)Knowledge of code versioning and CI/CD processes (Jenkins, or similar)Strong documentation skills and ability to communicate clearly with both technical and non-technical stakeholdersEnglishDesirable skills:Experience with Infrastructure as Code (IaC), especially using Terraform or AWS CloudFormationExperience in complex data environments (distributed architectures, batch, and real-time processing)Knowledge of security best practices for Machine Learning pipelines>>>What do we offer?TCS Benefits – Brazil:Health insuranceDental PlanLife insuranceTransportation vouchersMeal/Food VoucherChildcare assistanceGympassTCS Cares – free 0800 that provides psychological assistance (24 hrs/day), legal, social and financial assistance to associatesPartnership with SESCReimbursement of CertificationsFree TCS Learning Portal – Online courses and live trainingInternational experience opportunityDiscount Partnership with Universities and Language SchoolsBring Your Buddy – By referring people you become eligible to receive a bonus for each hireTCS Gems – Recognition for performanceXcelerate – Free Mentoring Career PlatformTata Consultancy Services is an equal opportunity employer, our commitment to diversity & inclusion drives our efforts to provide equal opportunity to all candidates who meet our required knowledge & competency needs, irrespective of any socio-economic background, race, color, national origin, religion, sex, gender identity/expression , age, marital status, disability, sexual orientation or any others. We encourage anyone interested to build a career in TCS to participate in our recruitment & selection process.At Tata Consultancy Services we promote an inclusive culture, we always work for equity. This applies to Gender, People with Disabilities, LGBTQIA+, Religion, Race, Ethnicity. All our opportunities are based on these principles. We think of different actions of inclusion and social responsibility, in order to build a TCS that respects each person. Our motto is Inclusion without exception.At TATA Consultancy Services we promote an inclusive culture, we always work for equity. This applies to Gender, People with Disabilities, LGBTQIA+, Religion, Race, Ethnicity. All our opportunities are based on these principles. We think of different actions of inclusion and social responsibility, in order to build a TCS that respects individuality. Come to be a TCSerRGS